What should you look for in a short-form content tool?

Why does the starting point matter most?

Every content tool eventually produces a video. The difference is what it asks of you first. If the answer is a prompt or a blank box, you're still doing the hard part (deciding what the post should be) and the tool is doing the easy part.

A tool that starts from a shape with a track record has made that decision with you. You're picking between things that have worked rather than describing something that might.

How can you tell if output will look generated?

Look at their examples with the sound off and ask whether you'd have scrolled past. Generated video has a texture: even pacing, hollow delivery, captions that arrive on the beat rather than on the meaning. Audiences read it instantly, and it costs you credibility.

What claims should make you cautious?

Guaranteed views. Guaranteed installs. Percentages with no product, date or sample attached. Countdown timers on pricing pages. None of these are illegal, and all of them tell you the company is more comfortable with persuasion than accuracy.

The opposite signal is worth more: a tool that says plainly what it won't do for you probably has a realistic view of what it will.

Does self-serve or sales-led matter?

Only in terms of what suits you. Self-serve is faster and you find out for yourself. Sales-led is slower and someone can tell you it's a bad fit before you spend anything. Neither is inherently better. But a company that never says no to anyone isn't qualifying, it's selling.

What should you ask on a call?

What have you used this on yourself? What kind of business does it not work for? What happens if I post for a month and nothing moves? The answers tell you more than any feature list.